├── README.md ├── common.py ├── core.py ├── datasets ├── afhq_cat │ ├── blur │ │ ├── noise_sigma_10 │ │ │ ├── flickr_cat_000123_8.png │ │ │ ├── flickr_cat_000377_43.png │ │ │ ├── flickr_cat_000446_49.png │ │ │ ├── flickr_cat_000629_70.png │ │ │ ├── pixabay_cat_000735_159.png │ │ │ ├── pixabay_cat_001143_202.png │ │ │ ├── pixabay_cat_001195_205.png │ │ │ ├── pixabay_cat_001323_214.png │ │ │ ├── pixabay_cat_001464_228.png │ │ │ ├── pixabay_cat_001860_251.png │ │ │ ├── pixabay_cat_002184_276.png │ │ │ ├── pixabay_cat_002256_283.png │ │ │ ├── pixabay_cat_002890_334.png │ │ │ ├── pixabay_cat_003341_366.png │ │ │ └── pixabay_cat_003486_381.png │ │ └── noise_sigma_20 │ │ │ ├── flickr_cat_000191_21.png │ │ │ ├── pixabay_cat_000117_100.png │ │ │ ├── pixabay_cat_000241_111.png │ │ │ ├── pixabay_cat_000582_144.png │ │ │ ├── pixabay_cat_000668_154.png │ │ │ ├── pixabay_cat_000751_161.png │ │ │ ├── pixabay_cat_001143_202.png │ │ │ ├── pixabay_cat_001195_205.png │ │ │ ├── pixabay_cat_001205_207.png │ │ │ ├── pixabay_cat_002138_271.png │ │ │ ├── pixabay_cat_002650_311.png │ │ │ ├── pixabay_cat_002989_341.png │ │ │ ├── pixabay_cat_003079_350.png │ │ │ ├── pixabay_cat_004311_450.png │ │ │ └── pixabay_cat_004510_466.png │ ├── gt │ │ ├── flickr_cat_000123.png │ │ ├── flickr_cat_000191.png │ │ ├── flickr_cat_000377.png │ │ ├── flickr_cat_000446.png │ │ ├── flickr_cat_000629.png │ │ ├── pixabay_cat_000117.png │ │ ├── pixabay_cat_000241.png │ │ ├── pixabay_cat_000582.png │ │ ├── pixabay_cat_000668.png │ │ ├── pixabay_cat_000735.png │ │ ├── pixabay_cat_000751.png │ │ ├── pixabay_cat_001143.png │ │ ├── pixabay_cat_001195.png │ │ ├── pixabay_cat_001205.png │ │ ├── pixabay_cat_001323.png │ │ ├── pixabay_cat_001464.png │ │ ├── pixabay_cat_001860.png │ │ ├── pixabay_cat_002138.png │ │ ├── pixabay_cat_002184.png │ │ ├── pixabay_cat_002256.png │ │ ├── pixabay_cat_002650.png │ │ ├── pixabay_cat_002890.png │ │ ├── pixabay_cat_002989.png │ │ ├── pixabay_cat_003079.png │ │ ├── pixabay_cat_003341.png │ │ ├── pixabay_cat_003486.png │ │ ├── pixabay_cat_004179.png │ │ ├── pixabay_cat_004311.png │ │ └── pixabay_cat_004510.png │ └── gt_kernel │ │ ├── 100.png │ │ ├── 111.png │ │ ├── 144.png │ │ ├── 154.png │ │ ├── 159.png │ │ ├── 161.png │ │ ├── 202.png │ │ ├── 205.png │ │ ├── 207.png │ │ ├── 21.png │ │ ├── 214.png │ │ ├── 228.png │ │ ├── 251.png │ │ ├── 271.png │ │ ├── 276.png │ │ ├── 283.png │ │ ├── 311.png │ │ ├── 334.png │ │ ├── 341.png │ │ ├── 350.png │ │ ├── 366.png │ │ ├── 381.png │ │ ├── 43.png │ │ ├── 450.png │ │ ├── 466.png │ │ ├── 49.png │ │ ├── 70.png │ │ └── 8.png └── afhq_dog │ ├── blur │ ├── noise_sigma_10 │ │ ├── flickr_dog_000043_0.png │ │ ├── flickr_dog_000193_15.png │ │ ├── flickr_dog_000198_16.png │ │ ├── flickr_dog_000246_23.png │ │ ├── flickr_dog_000454_37.png │ │ ├── flickr_dog_000823_83.png │ │ ├── pixabay_dog_000373_158.png │ │ ├── pixabay_dog_000382_159.png │ │ ├── pixabay_dog_000473_170.png │ │ ├── pixabay_dog_000582_187.png │ │ ├── pixabay_dog_000607_190.png │ │ ├── pixabay_dog_001083_236.png │ │ ├── pixabay_dog_002035_317.png │ │ ├── pixabay_dog_002895_395.png │ │ └── pixabay_dog_003945_488.png │ └── noise_sigma_20 │ │ ├── flickr_dog_000160_12.png │ │ ├── flickr_dog_000553_46.png │ │ ├── flickr_dog_000823_83.png │ │ ├── pixabay_dog_000017_120.png │ │ ├── pixabay_dog_000321_150.png │ │ ├── pixabay_dog_000790_207.png │ │ ├── pixabay_dog_001038_229.png │ │ ├── pixabay_dog_001195_245.png │ │ ├── pixabay_dog_001290_254.png │ │ ├── pixabay_dog_001523_275.png │ │ ├── pixabay_dog_001799_293.png │ │ ├── pixabay_dog_001962_309.png │ │ ├── pixabay_dog_002895_395.png │ │ ├── pixabay_dog_003726_471.png │ │ └── pixabay_dog_003945_488.png │ ├── gt │ ├── flickr_dog_000043.jpg │ ├── flickr_dog_000160.jpg │ ├── flickr_dog_000193.jpg │ ├── flickr_dog_000198.jpg │ ├── flickr_dog_000246.jpg │ ├── flickr_dog_000454.jpg │ ├── flickr_dog_000553.jpg │ ├── flickr_dog_000823.jpg │ ├── pixabay_dog_000017.jpg │ ├── pixabay_dog_000321.jpg │ ├── pixabay_dog_000373.jpg │ ├── pixabay_dog_000382.jpg │ ├── pixabay_dog_000473.jpg │ ├── pixabay_dog_000582.jpg │ ├── pixabay_dog_000607.jpg │ ├── pixabay_dog_000790.jpg │ ├── pixabay_dog_001038.jpg │ ├── pixabay_dog_001083.jpg │ ├── pixabay_dog_001195.jpg │ ├── pixabay_dog_001290.jpg │ ├── pixabay_dog_001523.jpg │ ├── pixabay_dog_001799.jpg │ ├── pixabay_dog_001962.jpg │ ├── pixabay_dog_002035.jpg │ ├── pixabay_dog_002895.jpg │ ├── pixabay_dog_003726.jpg │ └── pixabay_dog_003945.jpg │ └── gt_kernel │ ├── 0.png │ ├── 12.png │ ├── 120.png │ ├── 15.png │ ├── 150.png │ ├── 158.png │ ├── 159.png │ ├── 16.png │ ├── 170.png │ ├── 187.png │ ├── 190.png │ ├── 207.png │ ├── 229.png │ ├── 23.png │ ├── 236.png │ ├── 245.png │ ├── 254.png │ ├── 275.png │ ├── 293.png │ ├── 309.png │ ├── 317.png │ ├── 37.png │ ├── 395.png │ ├── 46.png │ ├── 471.png │ ├── 488.png │ └── 83.png ├── downsampler.py ├── figures ├── .gitignore └── workflow.png ├── main_afhq_motion_blur.py ├── model_skip.py ├── requirements.txt └── results ├── afhq_cat ├── noise_sigma_10 │ ├── flickr_cat_000123_8_inter_img.png │ ├── flickr_cat_000123_8_kernel.png │ ├── flickr_cat_000123_8_result.png │ ├── flickr_cat_000377_43_inter_img.png │ ├── flickr_cat_000377_43_kernel.png │ ├── flickr_cat_000377_43_result.png │ ├── flickr_cat_000446_49_inter_img.png │ ├── flickr_cat_000446_49_kernel.png │ ├── flickr_cat_000446_49_result.png │ ├── flickr_cat_000629_70_inter_img.png │ ├── flickr_cat_000629_70_kernel.png │ ├── flickr_cat_000629_70_result.png │ ├── kernel_0 │ │ ├── flickr_cat_000123_8_kernel.png │ │ ├── flickr_cat_000377_43_kernel.png │ │ ├── flickr_cat_000446_49_kernel.png │ │ ├── flickr_cat_000629_70_kernel.png │ │ ├── pixabay_cat_000735_159_kernel.png │ │ ├── pixabay_cat_001143_202_kernel.png │ │ ├── pixabay_cat_001195_205_kernel.png │ │ ├── pixabay_cat_001323_214_kernel.png │ │ ├── pixabay_cat_001464_228_kernel.png │ │ ├── pixabay_cat_001860_251_kernel.png │ │ ├── pixabay_cat_002184_276_kernel.png │ │ ├── pixabay_cat_002256_283_kernel.png │ │ ├── pixabay_cat_002890_334_kernel.png │ │ ├── pixabay_cat_003341_366_kernel.png │ │ └── pixabay_cat_003486_381_kernel.png │ ├── kernel_1 │ │ ├── flickr_cat_000123_8_kernel.png │ │ ├── flickr_cat_000377_43_kernel.png │ │ ├── flickr_cat_000446_49_kernel.png │ │ ├── flickr_cat_000629_70_kernel.png │ │ ├── pixabay_cat_000735_159_kernel.png │ │ ├── pixabay_cat_001143_202_kernel.png │ │ ├── pixabay_cat_001195_205_kernel.png │ │ ├── pixabay_cat_001323_214_kernel.png │ │ ├── pixabay_cat_001464_228_kernel.png │ │ ├── pixabay_cat_001860_251_kernel.png │ │ ├── pixabay_cat_002184_276_kernel.png │ │ ├── pixabay_cat_002256_283_kernel.png │ │ ├── pixabay_cat_002890_334_kernel.png │ │ ├── pixabay_cat_003341_366_kernel.png │ │ └── pixabay_cat_003486_381_kernel.png │ ├── kernel_2 │ │ ├── flickr_cat_000123_8_kernel.png │ │ ├── flickr_cat_000377_43_kernel.png │ │ ├── flickr_cat_000446_49_kernel.png │ │ ├── flickr_cat_000629_70_kernel.png │ │ ├── pixabay_cat_000735_159_kernel.png │ │ ├── pixabay_cat_001143_202_kernel.png │ │ ├── pixabay_cat_001195_205_kernel.png │ │ ├── pixabay_cat_001323_214_kernel.png │ │ ├── pixabay_cat_001464_228_kernel.png │ │ ├── pixabay_cat_001860_251_kernel.png │ │ ├── pixabay_cat_002184_276_kernel.png │ │ ├── pixabay_cat_002256_283_kernel.png │ │ ├── pixabay_cat_002890_334_kernel.png │ │ ├── pixabay_cat_003341_366_kernel.png │ │ └── pixabay_cat_003486_381_kernel.png │ ├── pixabay_cat_000735_159_inter_img.png │ ├── pixabay_cat_000735_159_kernel.png │ ├── pixabay_cat_000735_159_result.png │ ├── pixabay_cat_001143_202_inter_img.png │ ├── pixabay_cat_001143_202_kernel.png │ ├── pixabay_cat_001143_202_result.png │ ├── pixabay_cat_001195_205_inter_img.png │ ├── pixabay_cat_001195_205_kernel.png │ ├── pixabay_cat_001195_205_result.png │ ├── pixabay_cat_001323_214_inter_img.png │ ├── pixabay_cat_001323_214_kernel.png │ ├── pixabay_cat_001323_214_result.png │ ├── pixabay_cat_001464_228_inter_img.png │ ├── pixabay_cat_001464_228_kernel.png │ ├── pixabay_cat_001464_228_result.png │ ├── pixabay_cat_001860_251_inter_img.png │ ├── pixabay_cat_001860_251_kernel.png │ ├── pixabay_cat_001860_251_result.png │ ├── pixabay_cat_002184_276_inter_img.png │ ├── pixabay_cat_002184_276_kernel.png │ ├── pixabay_cat_002184_276_result.png │ ├── pixabay_cat_002256_283_inter_img.png │ ├── pixabay_cat_002256_283_kernel.png │ ├── pixabay_cat_002256_283_result.png │ ├── pixabay_cat_002890_334_inter_img.png │ ├── pixabay_cat_002890_334_kernel.png │ ├── pixabay_cat_002890_334_result.png │ ├── pixabay_cat_003341_366_inter_img.png │ ├── pixabay_cat_003341_366_kernel.png │ ├── pixabay_cat_003341_366_result.png │ ├── pixabay_cat_003486_381_inter_img.png │ ├── pixabay_cat_003486_381_kernel.png │ └── pixabay_cat_003486_381_result.png └── noise_sigma_20 │ ├── flickr_cat_000191_21_inter_img.png │ ├── flickr_cat_000191_21_kernel.png │ ├── flickr_cat_000191_21_result.png │ ├── kernel_0 │ ├── flickr_cat_000191_21_kernel.png │ ├── pixabay_cat_000117_100_kernel.png │ ├── pixabay_cat_000241_111_kernel.png │ ├── pixabay_cat_000582_144_kernel.png │ ├── pixabay_cat_000668_154_kernel.png │ ├── pixabay_cat_000751_161_kernel.png │ ├── pixabay_cat_001143_202_kernel.png │ ├── pixabay_cat_001195_205_kernel.png │ ├── pixabay_cat_001205_207_kernel.png │ ├── pixabay_cat_002138_271_kernel.png │ ├── pixabay_cat_002650_311_kernel.png │ ├── pixabay_cat_002989_341_kernel.png │ ├── pixabay_cat_003079_350_kernel.png │ ├── pixabay_cat_004311_450_kernel.png │ └── pixabay_cat_004510_466_kernel.png │ ├── kernel_1 │ ├── flickr_cat_000191_21_kernel.png │ ├── pixabay_cat_000117_100_kernel.png │ ├── pixabay_cat_000241_111_kernel.png │ ├── pixabay_cat_000582_144_kernel.png │ ├── pixabay_cat_000668_154_kernel.png │ ├── pixabay_cat_000751_161_kernel.png │ ├── pixabay_cat_001143_202_kernel.png │ ├── pixabay_cat_001195_205_kernel.png │ ├── pixabay_cat_001205_207_kernel.png │ ├── pixabay_cat_002138_271_kernel.png │ ├── pixabay_cat_002650_311_kernel.png │ ├── pixabay_cat_002989_341_kernel.png │ ├── pixabay_cat_003079_350_kernel.png │ ├── pixabay_cat_004311_450_kernel.png │ └── pixabay_cat_004510_466_kernel.png │ ├── kernel_2 │ ├── flickr_cat_000191_21_kernel.png │ ├── pixabay_cat_000117_100_kernel.png │ ├── pixabay_cat_000241_111_kernel.png │ ├── pixabay_cat_000582_144_kernel.png │ ├── pixabay_cat_000668_154_kernel.png │ ├── pixabay_cat_000751_161_kernel.png │ ├── pixabay_cat_001143_202_kernel.png │ ├── pixabay_cat_001195_205_kernel.png │ ├── pixabay_cat_001205_207_kernel.png │ ├── pixabay_cat_002138_271_kernel.png │ ├── pixabay_cat_002650_311_kernel.png │ ├── pixabay_cat_002989_341_kernel.png │ ├── pixabay_cat_003079_350_kernel.png │ ├── pixabay_cat_004311_450_kernel.png │ └── pixabay_cat_004510_466_kernel.png │ ├── pixabay_cat_000117_100_inter_img.png │ ├── pixabay_cat_000117_100_kernel.png │ ├── pixabay_cat_000117_100_result.png │ ├── pixabay_cat_000241_111_inter_img.png │ ├── pixabay_cat_000241_111_kernel.png │ ├── pixabay_cat_000241_111_result.png │ ├── pixabay_cat_000582_144_inter_img.png │ ├── pixabay_cat_000582_144_kernel.png │ ├── pixabay_cat_000582_144_result.png │ ├── pixabay_cat_000668_154_inter_img.png │ ├── pixabay_cat_000668_154_kernel.png │ ├── pixabay_cat_000668_154_result.png │ ├── pixabay_cat_000751_161_inter_img.png │ ├── pixabay_cat_000751_161_kernel.png │ ├── pixabay_cat_000751_161_result.png │ ├── pixabay_cat_001143_202_inter_img.png │ ├── pixabay_cat_001143_202_kernel.png │ ├── pixabay_cat_001143_202_result.png │ ├── pixabay_cat_001195_205_inter_img.png │ ├── pixabay_cat_001195_205_kernel.png │ ├── pixabay_cat_001195_205_result.png │ ├── pixabay_cat_001205_207_inter_img.png │ ├── pixabay_cat_001205_207_kernel.png │ ├── pixabay_cat_001205_207_result.png │ ├── pixabay_cat_002138_271_inter_img.png │ ├── pixabay_cat_002138_271_kernel.png │ ├── pixabay_cat_002138_271_result.png │ ├── pixabay_cat_002650_311_inter_img.png │ ├── pixabay_cat_002650_311_kernel.png │ ├── pixabay_cat_002650_311_result.png │ ├── pixabay_cat_002989_341_inter_img.png │ ├── pixabay_cat_002989_341_kernel.png │ ├── pixabay_cat_002989_341_result.png │ ├── pixabay_cat_003079_350_inter_img.png │ ├── pixabay_cat_003079_350_kernel.png │ ├── pixabay_cat_003079_350_result.png │ ├── pixabay_cat_004311_450_inter_img.png │ ├── pixabay_cat_004311_450_kernel.png │ ├── pixabay_cat_004311_450_result.png │ ├── pixabay_cat_004510_466_inter_img.png │ ├── pixabay_cat_004510_466_kernel.png │ └── pixabay_cat_004510_466_result.png ├── afhq_deblur.png └── afhq_dog ├── noise_sigma_10 ├── .gitignore ├── flickr_dog_000043_0_inter_img.png ├── flickr_dog_000043_0_kernel.png ├── flickr_dog_000043_0_result.png ├── flickr_dog_000193_15_inter_img.png ├── flickr_dog_000193_15_kernel.png ├── flickr_dog_000193_15_result.png ├── flickr_dog_000198_16_inter_img.png ├── flickr_dog_000198_16_kernel.png ├── flickr_dog_000198_16_result.png ├── flickr_dog_000246_23_inter_img.png ├── flickr_dog_000246_23_kernel.png ├── flickr_dog_000246_23_result.png ├── flickr_dog_000454_37_inter_img.png ├── flickr_dog_000454_37_kernel.png ├── flickr_dog_000454_37_result.png ├── flickr_dog_000823_83_inter_img.png ├── flickr_dog_000823_83_kernel.png ├── flickr_dog_000823_83_result.png ├── kernel_0 │ ├── flickr_dog_000043_0_kernel.png │ ├── flickr_dog_000193_15_kernel.png │ ├── flickr_dog_000198_16_kernel.png │ ├── flickr_dog_000246_23_kernel.png │ ├── flickr_dog_000454_37_kernel.png │ ├── flickr_dog_000823_83_kernel.png │ ├── pixabay_dog_000373_158_kernel.png │ ├── pixabay_dog_000382_159_kernel.png │ ├── pixabay_dog_000473_170_kernel.png │ ├── pixabay_dog_000582_187_kernel.png │ ├── pixabay_dog_000607_190_kernel.png │ ├── pixabay_dog_001083_236_kernel.png │ ├── pixabay_dog_002035_317_kernel.png │ ├── pixabay_dog_002895_395_kernel.png │ └── pixabay_dog_003945_488_kernel.png ├── kernel_1 │ ├── flickr_dog_000043_0_kernel.png │ ├── flickr_dog_000193_15_kernel.png │ ├── flickr_dog_000198_16_kernel.png │ ├── flickr_dog_000246_23_kernel.png │ ├── flickr_dog_000454_37_kernel.png │ ├── flickr_dog_000823_83_kernel.png │ ├── pixabay_dog_000373_158_kernel.png │ ├── pixabay_dog_000382_159_kernel.png │ ├── pixabay_dog_000473_170_kernel.png │ ├── pixabay_dog_000582_187_kernel.png │ ├── pixabay_dog_000607_190_kernel.png │ ├── pixabay_dog_001083_236_kernel.png │ ├── pixabay_dog_002035_317_kernel.png │ ├── pixabay_dog_002895_395_kernel.png │ └── pixabay_dog_003945_488_kernel.png ├── kernel_2 │ ├── flickr_dog_000043_0_kernel.png │ ├── flickr_dog_000193_15_kernel.png │ ├── flickr_dog_000198_16_kernel.png │ ├── flickr_dog_000246_23_kernel.png │ ├── flickr_dog_000454_37_kernel.png │ ├── flickr_dog_000823_83_kernel.png │ ├── pixabay_dog_000373_158_kernel.png │ ├── pixabay_dog_000382_159_kernel.png │ ├── pixabay_dog_000473_170_kernel.png │ ├── pixabay_dog_000582_187_kernel.png │ ├── pixabay_dog_000607_190_kernel.png │ ├── pixabay_dog_001083_236_kernel.png │ ├── pixabay_dog_002035_317_kernel.png │ ├── pixabay_dog_002895_395_kernel.png │ └── pixabay_dog_003945_488_kernel.png ├── pixabay_dog_000373_158_inter_img.png ├── pixabay_dog_000373_158_kernel.png ├── pixabay_dog_000373_158_result.png ├── pixabay_dog_000382_159_inter_img.png ├── pixabay_dog_000382_159_kernel.png ├── pixabay_dog_000382_159_result.png ├── pixabay_dog_000473_170_inter_img.png ├── pixabay_dog_000473_170_kernel.png ├── pixabay_dog_000473_170_result.png ├── pixabay_dog_000582_187_inter_img.png ├── pixabay_dog_000582_187_kernel.png ├── pixabay_dog_000582_187_result.png ├── pixabay_dog_000607_190_inter_img.png ├── pixabay_dog_000607_190_kernel.png ├── pixabay_dog_000607_190_result.png ├── pixabay_dog_001083_236_inter_img.png ├── pixabay_dog_001083_236_kernel.png ├── pixabay_dog_001083_236_result.png ├── pixabay_dog_002035_317_inter_img.png ├── pixabay_dog_002035_317_kernel.png ├── pixabay_dog_002035_317_result.png ├── pixabay_dog_002895_395_inter_img.png ├── pixabay_dog_002895_395_kernel.png ├── pixabay_dog_002895_395_result.png ├── pixabay_dog_003945_488_inter_img.png ├── pixabay_dog_003945_488_kernel.png └── pixabay_dog_003945_488_result.png └── noise_sigma_20 ├── flickr_dog_000160_12_inter_img.png ├── flickr_dog_000160_12_kernel.png ├── flickr_dog_000160_12_result.png ├── flickr_dog_000553_46_inter_img.png ├── flickr_dog_000553_46_kernel.png ├── flickr_dog_000553_46_result.png ├── flickr_dog_000823_83_inter_img.png ├── flickr_dog_000823_83_kernel.png ├── flickr_dog_000823_83_result.png ├── kernel_0 ├── flickr_dog_000160_12_kernel.png ├── flickr_dog_000553_46_kernel.png ├── flickr_dog_000823_83_kernel.png ├── pixabay_dog_000017_120_kernel.png ├── pixabay_dog_000321_150_kernel.png ├── pixabay_dog_000790_207_kernel.png ├── pixabay_dog_001038_229_kernel.png ├── pixabay_dog_001195_245_kernel.png ├── pixabay_dog_001290_254_kernel.png ├── pixabay_dog_001523_275_kernel.png ├── pixabay_dog_001799_293_kernel.png ├── pixabay_dog_001962_309_kernel.png ├── pixabay_dog_002895_395_kernel.png ├── pixabay_dog_003726_471_kernel.png └── pixabay_dog_003945_488_kernel.png ├── kernel_1 ├── flickr_dog_000160_12_kernel.png ├── flickr_dog_000553_46_kernel.png ├── flickr_dog_000823_83_kernel.png ├── pixabay_dog_000017_120_kernel.png ├── pixabay_dog_000321_150_kernel.png ├── pixabay_dog_000790_207_kernel.png ├── pixabay_dog_001038_229_kernel.png ├── pixabay_dog_001195_245_kernel.png ├── pixabay_dog_001290_254_kernel.png ├── pixabay_dog_001523_275_kernel.png ├── pixabay_dog_001799_293_kernel.png ├── pixabay_dog_001962_309_kernel.png ├── pixabay_dog_002895_395_kernel.png ├── pixabay_dog_003726_471_kernel.png └── pixabay_dog_003945_488_kernel.png ├── kernel_2 ├── flickr_dog_000160_12_kernel.png ├── flickr_dog_000553_46_kernel.png ├── flickr_dog_000823_83_kernel.png ├── pixabay_dog_000017_120_kernel.png ├── pixabay_dog_000321_150_kernel.png ├── pixabay_dog_000790_207_kernel.png ├── pixabay_dog_001038_229_kernel.png ├── pixabay_dog_001195_245_kernel.png ├── pixabay_dog_001290_254_kernel.png ├── pixabay_dog_001523_275_kernel.png ├── pixabay_dog_001799_293_kernel.png ├── pixabay_dog_001962_309_kernel.png ├── pixabay_dog_002895_395_kernel.png ├── pixabay_dog_003726_471_kernel.png └── pixabay_dog_003945_488_kernel.png ├── pixabay_dog_000017_120_inter_img.png ├── pixabay_dog_000017_120_kernel.png ├── pixabay_dog_000017_120_result.png ├── pixabay_dog_000321_150_inter_img.png ├── pixabay_dog_000321_150_kernel.png ├── pixabay_dog_000321_150_result.png ├── pixabay_dog_000790_207_inter_img.png ├── pixabay_dog_000790_207_kernel.png ├── pixabay_dog_000790_207_result.png ├── pixabay_dog_001038_229_inter_img.png ├── pixabay_dog_001038_229_kernel.png ├── pixabay_dog_001038_229_result.png ├── pixabay_dog_001195_245_inter_img.png ├── pixabay_dog_001195_245_kernel.png ├── pixabay_dog_001195_245_result.png ├── pixabay_dog_001290_254_inter_img.png ├── pixabay_dog_001290_254_kernel.png ├── pixabay_dog_001290_254_result.png ├── pixabay_dog_001523_275_inter_img.png ├── pixabay_dog_001523_275_kernel.png ├── pixabay_dog_001523_275_result.png ├── pixabay_dog_001799_293_inter_img.png ├── pixabay_dog_001799_293_kernel.png ├── pixabay_dog_001799_293_result.png ├── pixabay_dog_001962_309_inter_img.png ├── pixabay_dog_001962_309_kernel.png ├── pixabay_dog_001962_309_result.png ├── pixabay_dog_002895_395_inter_img.png ├── pixabay_dog_002895_395_kernel.png ├── pixabay_dog_002895_395_result.png ├── pixabay_dog_003726_471_inter_img.png ├── pixabay_dog_003726_471_kernel.png ├── pixabay_dog_003726_471_result.png ├── pixabay_dog_003945_488_inter_img.png ├── pixabay_dog_003945_488_kernel.png └── pixabay_dog_003945_488_result.png /README.md: -------------------------------------------------------------------------------- 1 | # Blind image deblurring with noise-robust kernel estimation (ECCV 2024) 2 | 3 | ![cover-img](./figures/workflow.png) 4 | 5 | # Abstract 6 | Blind deblurring is an ill-posed inverse problem involving the retrieval of a clear image and blur kernel from a single blurry image. The challenge arises considerably when strong noise, where its level remains unknown, is introduced. Existing blind deblurring approaches heavily depend on designed priors for natural images and blur kernels. However, these methods are highly sensitive to noise due to the disturbance of the solution space. Here, we propose a noise-robust blind deblurring framework based on a novel kernel estimation function and deep image prior (DIP). Specifically, the proposed kernel estimation function mitigates noise and acquires the blur kernel, leveraging the capability of DIP to capture the priors of natural images. Additionally, the multiple kernel estimation scheme enables the successful execution of the deblurring task when the noise level is unknown. Extensive experimental studies, including simulated images and real-world examples, demonstrate the superior deblurring performance of the proposed method. 7 | Last update: 24.03.18 8 | 9 | [Poster & Paper at ECCV 2024](https://eccv.ecva.net/virtual/2024/poster/308) 10 | 11 | ## Packages 12 | The following libraries are necessary for running the codes. 13 | - torch==2.1.2 14 | - torchvision==0.16.2 15 | - numpy==1.24.1 16 | - matplotlib==3.8.2 17 | - pillow==9.3.0 18 | - tqdm==4.66.1 19 | 20 | Please install requirements using below command. 21 | ``` 22 | conda create -n bd_noise python=3.11 23 | 24 | conda activate bd_noise 25 | 26 | pip install -r requirements.txt 27 | 28 | pip install torch==2.1.2 torchvision==0.16.2 --index-url https://download.pytorch.org/whl/cu118 29 | ``` 30 | which should install in about few minutes. 31 | 32 | ## Environments 33 | The code is tested on the following system and drivers. 34 | 35 | Windows 11 / CUDA 11.8 / RTX3080 36 | 37 | ## Motion deblur 38 | To run motion deblur on AFHQ-dog or AFHQ-cat datasets 39 | ``` 40 | python main_afhq_motion_blur.py --data_name afhq_dog 41 | python main_afhq_motion_blur.py --data_name afhq_cat 42 | ``` 43 | The deblurring results on each dataset are uploded in ./results folder 44 | 45 | Code and datasets for further experiements will be uploaded soon. 46 | -------------------------------------------------------------------------------- /common.py: -------------------------------------------------------------------------------- 1 | import torch 2 | import torch.nn as nn 3 | import numpy as np 4 | from downsampler import Downsampler 5 | 6 | def add_module(self, module): 7 | self.add_module(str(len(self) + 1), module) 8 | 9 | torch.nn.Module.add = add_module 10 | 11 | class Concat(nn.Module): 12 | def __init__(self, dim, *args): 13 | super(Concat, self).__init__() 14 | self.dim = dim 15 | 16 | for idx, module in enumerate(args): 17 | self.add_module(str(idx), module) 18 | 19 | def forward(self, input): 20 | inputs = [] 21 | for module in self._modules.values(): 22 | inputs.append(module(input)) 23 | 24 | inputs_shapes2 = [x.shape[2] for x in inputs] 25 | inputs_shapes3 = [x.shape[3] for x in inputs] 26 | 27 | if np.all(np.array(inputs_shapes2) == min(inputs_shapes2)) and np.all(np.array(inputs_shapes3) == min(inputs_shapes3)): 28 | inputs_ = inputs 29 | else: 30 | target_shape2 = min(inputs_shapes2) 31 | target_shape3 = min(inputs_shapes3) 32 | 33 | inputs_ = [] 34 | for inp in inputs: 35 | diff2 = (inp.size(2) - target_shape2) // 2 36 | diff3 = (inp.size(3) - target_shape3) // 2 37 | inputs_.append(inp[:, :, diff2: diff2 + target_shape2, diff3:diff3 + target_shape3]) 38 | 39 | return torch.cat(inputs_, dim=self.dim) 40 | 41 | def __len__(self): 42 | return len(self._modules) 43 | 44 | 45 | class GenNoise(nn.Module): 46 | def __init__(self, dim2): 47 | super(GenNoise, self).__init__() 48 | self.dim2 = dim2 49 | 50 | def forward(self, input): 51 | a = list(input.size()) 52 | a[1] = self.dim2 53 | # print (input.data.type()) 54 | 55 | b = torch.zeros(a).type_as(input.data) 56 | b.normal_() 57 | 58 | x = torch.autograd.Variable(b) 59 | 60 | return x 61 | 62 | 63 | class Swish(nn.Module): 64 | """ 65 | https://arxiv.org/abs/1710.05941 66 | The hype was so huge that I could not help but try it 67 | """ 68 | def __init__(self): 69 | super(Swish, self).__init__() 70 | self.s = nn.Sigmoid() 71 | 72 | def forward(self, x): 73 | return x * self.s(x) 74 | 75 | 76 | def act(act_fun = 'LeakyReLU'): 77 | ''' 78 | Either string defining an activation function or module (e.g. nn.ReLU) 79 | ''' 80 | if isinstance(act_fun, str): 81 | if act_fun == 'LeakyReLU': 82 | return nn.LeakyReLU(0.1, inplace=True) 83 | elif act_fun == 'Swish': 84 | return Swish() 85 | elif act_fun == 'ELU': 86 | return nn.ELU() 87 | elif act_fun == 'none': 88 | return nn.Sequential() 89 | else: 90 | assert False 91 | else: 92 | return act_fun() 93 | 94 | 95 | def bn(num_features): 96 | return nn.BatchNorm2d(num_features) 97 | 98 | def dropout(p_zero): 99 | return nn.Dropout(p=p_zero) 100 | def conv(in_f, out_f, kernel_size, stride=1, bias=True, pad='zero', downsample_mode='stride', group=1): 101 | downsampler = None 102 | if stride != 1 and downsample_mode != 'stride': 103 | 104 | if downsample_mode == 'avg': 105 | downsampler = nn.AvgPool2d(stride, stride) 106 | elif downsample_mode == 'max': 107 | downsampler = nn.MaxPool2d(stride, stride) 108 | elif downsample_mode in ['lanczos2', 'lanczos3']: 109 | downsampler = Downsampler(n_planes=out_f, factor=stride, kernel_type=downsample_mode, phase=0.5, preserve_size=True) 110 | else: 111 | assert False 112 | 113 | stride = 1 114 | 115 | padder = None 116 | to_pad = int((kernel_size - 1) / 2) 117 | if pad == 'reflection': 118 | padder = nn.ReflectionPad2d(to_pad) 119 | to_pad = 0 120 | 121 | convolver = nn.Conv2d(in_f, out_f, kernel_size, stride, padding=to_pad, bias=bias, groups=group) 122 | 123 | 124 | layers = filter(lambda x: x is not None, [padder, convolver, downsampler]) 125 | return nn.Sequential(*layers) -------------------------------------------------------------------------------- /core.py: -------------------------------------------------------------------------------- 1 | # all functions 2 | import numpy as np 3 | import torch 4 | from torch import nn 5 | from math import exp 6 | from PIL import Image 7 | import os 8 | 9 | class TV_map(nn.Module): 10 | 11 | def __init__(self, do_sqrt=True): 12 | super(TV_map, self).__init__() 13 | self.do_sqrt = do_sqrt 14 | 15 | def forward(self, x): 16 | _, ch, Nx, Ny = x.shape 17 | if self.do_sqrt: 18 | gradient = torch.sqrt(torch.pow(torch.abs(x[:, :, 0:Nx-1, :-1] - x[:, :, 1:Nx, :-1]), 2) 19 | +torch.pow(torch.abs(x[:, :, :-1, 0:Ny-1] - x[:, :, :-1, 1:Ny]), 2) + 1e-8) 20 | # gradient = torch.abs(x[:, :, 0:Nx-1, 1:] - x[:, :, 1:Nx, 1:]).sum(axis=(-2, -1), keepdims=False) 21 | # + torch.abs(x[:, :, 1:, 0:Ny-1] - x[:, :, 1:, 1:Ny]).sum(axis=(-2, -1), keepdims=False) 22 | 23 | else: 24 | xx = x[:,:,1:,:] - x[:,:,:-1,:] 25 | yy = x[:,:,:,1:] - x[:,:,:,:-1] 26 | gradient = (torch.sum(torch.abs(xx), dim=(-2, -1)) + torch.sum(torch.abs(yy), dim=(-2, -1))) 27 | # gradient = (torch.abs(x[:, :, 0:Nx-1, 1:] - x[:, :, 1:Nx, 1:]) + 1e-8)**(2/3) 28 | # + (torch.abs(x[:, :, 1:, 0:Ny-1] - x[:, :, 1:, 1:Ny]) + 1e-8)**(2/3) 29 | 30 | return gradient 31 | 32 | class TV_sparsity(nn.Module): 33 | 34 | def __init__(self, do_sqrt=True): 35 | super(TV_sparsity, self).__init__() 36 | self.tv_map = TV_map(do_sqrt=do_sqrt) 37 | 38 | def forward(self, x, average=True): 39 | gradient = self.tv_map(x) 40 | tv_value = gradient 41 | 42 | if average: 43 | return tv_value.mean() 44 | else: 45 | return tv_value 46 | 47 | 48 | def kef(img_pred_4_k, blur_img_gray, num_k, k): 49 | """kernel estimation function""" 50 | img_pred_4_k_fft = torch_fft(img_pred_4_k) 51 | img_tar_fft = torch_fft(blur_img_gray).repeat(num_k, 1, 1, 1) 52 | 53 | inverse_filt_fft = torch.conj(img_pred_4_k_fft)/(img_pred_4_k_fft.abs().pow(2) + k) 54 | psf_full_fft = inverse_filt_fft*img_tar_fft 55 | psf_full = torch.real(torch_ifft(psf_full_fft)).abs() 56 | 57 | return psf_full 58 | 59 | def get_noise(input_depth, method, spatial_size, noise_type='u', var=1./10): 60 | """Returns a pytorch.Tensor of size (1 x `input_depth` x `spatial_size[0]` x `spatial_size[1]`) 61 | initialized in a specific way. 62 | Args: 63 | input_depth: number of channels in the tensor 64 | method: `noise` for fillting tensor with noise; `meshgrid` for np.meshgrid 65 | spatial_size: spatial size of the tensor to initialize 66 | noise_type: 'u' for uniform; 'n' for normal 67 | var: a factor, a noise will be multiplicated by. Basically it is standard deviation scaler. 68 | """ 69 | if isinstance(spatial_size, int): 70 | spatial_size = (spatial_size, spatial_size) 71 | if method == 'noise': 72 | shape = [1, input_depth, spatial_size[0], spatial_size[1]] 73 | net_input = torch.zeros(shape) 74 | 75 | fill_noise(net_input, noise_type) 76 | net_input *= var 77 | elif method == 'meshgrid': 78 | assert input_depth == 2 79 | X, Y = np.meshgrid(np.arange(0, spatial_size[1])/float(spatial_size[1]-1), np.arange(0, spatial_size[0])/float(spatial_size[0]-1)) 80 | meshgrid = np.concatenate([X[None, :], Y[None, :]]) 81 | net_input = np_to_torch(meshgrid) 82 | else: 83 | assert False 84 | 85 | return net_input 86 | 87 | def np_to_torch(img_np): 88 | '''Converts image in numpy.array to torch.Tensor. 89 | 90 | From C x W x H [0..1] to C x W x H [0..1] 91 | ''' 92 | return torch.from_numpy(img_np)[None, :] 93 | 94 | def fill_noise(x, noise_type): 95 | """Fills tensor `x` with noise of type `noise_type`.""" 96 | torch.manual_seed(0) 97 | if noise_type == 'u': 98 | x.uniform_() 99 | elif noise_type == 'n': 100 | x.normal_() 101 | else: 102 | assert False 103 | 104 | 105 | 106 | def gaussian(window_size, sigma): 107 | gauss = torch.Tensor([exp(-(x - window_size // 2) ** 2 / float(2 * sigma ** 2)) for x in range(window_size)]) 108 | return gauss / gauss.sum() 109 | 110 | def gaussian_2d (): 111 | return 0 112 | 113 | def torch_fft(H): 114 | 115 | H = torch.fft.fftshift(torch.fft.fft2(torch.fft.fftshift(H, dim=(-2, -1))), dim=(-2, -1)) 116 | 117 | return H 118 | 119 | def torch_ifft(H): 120 | 121 | H = torch.fft.ifftshift(torch.fft.ifft2(torch.fft.ifftshift(H, dim=(-2, -1))), dim=(-2, -1)) 122 | 123 | return H 124 | 125 | def save_img(root, img): 126 | 127 | if img.shape[1] == 3: 128 | img = Image.fromarray(np.uint8(img.cpu().detach().numpy()[0].transpose(1,2,0)*255)) 129 | else: 130 | img = Image.fromarray(np.uint8(img.cpu().detach().numpy()[0][0]*255)) 131 | img.save(root) 132 | 133 | def get_generator(): 134 | global operation_seed_counter 135 | operation_seed_counter += 1 136 | g_cuda_generator = torch.Generator(device="cuda") 137 | g_cuda_generator.manual_seed(operation_seed_counter) 138 | return g_cuda_generator 139 | 140 | 141 | def space_to_depth(x, block_size): 142 | n, c, h, w = x.size() 143 | unfolded_x = torch.nn.functional.unfold(x, block_size, stride=block_size) 144 | return unfolded_x.view(n, c * block_size**2, h // block_size, 145 | w // block_size) 146 | def save_imgs(img_pred, img_pred_4_k, psf, color_mode, num_k, h, w, k_size, path_save_f, imgname): 147 | if color_mode=='RGB': 148 | img_pred = torch.permute(img_pred, (0, 2, 3, 1)) 149 | img_pred = Image.fromarray(np.uint8(img_pred.cpu().detach().numpy()[0]*255)) 150 | else: 151 | img_pred = Image.fromarray(np.uint8(img_pred.cpu().detach().numpy()[0, 0]*255)) 152 | 153 | inter_imgs = Image.new('L', (w*num_k, h)) 154 | entire_psf = Image.new('L', (k_size*num_k, k_size)) 155 | for i in range(num_k): 156 | 157 | # save intermediate images 158 | n = img_pred_4_k.cpu().detach().numpy()[i, 0, :, :] 159 | n = Image.fromarray(np.uint8(n*255)) 160 | inter_imgs.paste(n, (w*i, 0)) 161 | 162 | # save blur kernels 163 | p = psf.cpu().detach().numpy()[i][0] 164 | p = p/np.max(p) 165 | p = Image.fromarray(np.uint8(p*255)) 166 | p.save(os.path.join(path_save_f, 'kernel_%d'%i, '%s_kernel.png'%imgname)) 167 | entire_psf.paste(p, (k_size*i, 0)) 168 | 169 | entire_psf.save(os.path.join(path_save_f, '%s_kernel.png'%imgname)) 170 | inter_imgs.save(os.path.join(path_save_f, '%s_inter_img.png'%imgname)) 171 | img_pred.save(os.path.join(path_save_f, '%s_result.png'%imgname)) -------------------------------------------------------------------------------- /datasets/afhq_cat/blur/noise_sigma_10/flickr_cat_000123_8.png: -------------------------------------------------------------------------------- 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'lanczos2': 15 | support = 2 16 | kernel_width = 4 * factor + 1 17 | kernel_type_ = 'lanczos' 18 | 19 | elif kernel_type == 'lanczos3': 20 | support = 3 21 | kernel_width = 6 * factor + 1 22 | kernel_type_ = 'lanczos' 23 | 24 | elif kernel_type == 'gauss12': 25 | kernel_width = 7 26 | sigma = 1/2 27 | kernel_type_ = 'gauss' 28 | 29 | elif kernel_type == 'gauss1sq2': 30 | kernel_width = 9 31 | sigma = 1./np.sqrt(2) 32 | kernel_type_ = 'gauss' 33 | 34 | elif kernel_type in ['lanczos', 'gauss', 'box']: 35 | kernel_type_ = kernel_type 36 | 37 | else: 38 | assert False, 'wrong name kernel' 39 | 40 | 41 | # note that `kernel width` will be different to actual size for phase = 1/2 42 | self.kernel = get_kernel(factor, kernel_type_, phase, kernel_width, support=support, sigma=sigma) 43 | 44 | downsampler = nn.Conv2d(n_planes, n_planes, kernel_size=self.kernel.shape, stride=factor, padding=0) 45 | downsampler.weight.data[:] = 0 46 | downsampler.bias.data[:] = 0 47 | 48 | kernel_torch = torch.from_numpy(self.kernel) 49 | for i in range(n_planes): 50 | downsampler.weight.data[i, i] = kernel_torch 51 | 52 | self.downsampler_ = downsampler 53 | 54 | if preserve_size: 55 | 56 | if self.kernel.shape[0] % 2 == 1: 57 | pad = int((self.kernel.shape[0] - 1) / 2.) 58 | else: 59 | pad = int((self.kernel.shape[0] - factor) / 2.) 60 | 61 | self.padding = nn.ReplicationPad2d(pad) 62 | 63 | self.preserve_size = preserve_size 64 | 65 | def forward(self, input): 66 | if self.preserve_size: 67 | x = self.padding(input) 68 | else: 69 | x= input 70 | self.x = x 71 | return self.downsampler_(x) 72 | 73 | def get_kernel(factor, kernel_type, phase, kernel_width, support=None, sigma=None): 74 | assert kernel_type in ['lanczos', 'gauss', 'box'] 75 | 76 | # factor = float(factor) 77 | if phase == 0.5 and kernel_type != 'box': 78 | kernel = np.zeros([kernel_width - 1, kernel_width - 1]) 79 | else: 80 | kernel = np.zeros([kernel_width, kernel_width]) 81 | 82 | 83 | if kernel_type == 'box': 84 | assert phase == 0.5, 'Box filter is always half-phased' 85 | kernel[:] = 1./(kernel_width * kernel_width) 86 | 87 | elif kernel_type == 'gauss': 88 | assert sigma, 'sigma is not specified' 89 | assert phase != 0.5, 'phase 1/2 for gauss not implemented' 90 | 91 | center = (kernel_width + 1.)/2. 92 | print(center, kernel_width) 93 | sigma_sq = sigma * sigma 94 | 95 | for i in range(1, kernel.shape[0] + 1): 96 | for j in range(1, kernel.shape[1] + 1): 97 | di = (i - center)/2. 98 | dj = (j - center)/2. 99 | kernel[i - 1][j - 1] = np.exp(-(di * di + dj * dj)/(2 * sigma_sq)) 100 | kernel[i - 1][j - 1] = kernel[i - 1][j - 1]/(2. * np.pi * sigma_sq) 101 | elif kernel_type == 'lanczos': 102 | assert support, 'support is not specified' 103 | center = (kernel_width + 1) / 2. 104 | 105 | for i in range(1, kernel.shape[0] + 1): 106 | for j in range(1, kernel.shape[1] + 1): 107 | 108 | if phase == 0.5: 109 | di = abs(i + 0.5 - center) / factor 110 | dj = abs(j + 0.5 - center) / factor 111 | else: 112 | di = abs(i - center) / factor 113 | dj = abs(j - center) / factor 114 | 115 | 116 | pi_sq = np.pi * np.pi 117 | 118 | val = 1 119 | if di != 0: 120 | val = val * support * np.sin(np.pi * di) * np.sin(np.pi * di / support) 121 | val = val / (np.pi * np.pi * di * di) 122 | 123 | if dj != 0: 124 | val = val * support * np.sin(np.pi * dj) * np.sin(np.pi * dj / support) 125 | val = val / (np.pi * np.pi * dj * dj) 126 | 127 | kernel[i - 1][j - 1] = val 128 | 129 | 130 | else: 131 | assert False, 'wrong method name' 132 | 133 | kernel /= kernel.sum() 134 | 135 | return kernel -------------------------------------------------------------------------------- /figures/.gitignore: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /figures/workflow.png: -------------------------------------------------------------------------------- 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